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Chief Data Strategist
3 weeks ago
We are seeking a highly experienced and visionary data science leader to shape our company's data science initiatives.
Job Description:This role will be instrumental in defining our data strategy, driving innovation in AI/ML, and building scalable data solutions that directly impact business performance.
- Data Strategy Development
- Create and champion the company's data science vision and strategy, aligning it with business objectives.
- Identify and prioritize high-impact data science projects that drive business value.
- Architecture Design
- Design and architect robust and scalable data platforms and solutions to support advanced analytics and AI/ML initiatives.
- Evaluate and select appropriate technologies and tools to meet business needs.
- Model Development & Innovation
- Lead the development and implementation of advanced statistical and machine learning models to solve complex business problems.
- Drive innovation by exploring and experimenting with new algorithms and techniques to stay ahead of the competition.
- Data Exploration & Analysis
- Lead data exploration and analysis efforts, identifying key insights and trends that can inform business decisions.
- Develop data visualizations and dashboards to communicate findings effectively to stakeholders.
- Mentorship & Team Leadership
- Mentor and guide junior data scientists and engineers, fostering a culture of learning and growth within the team.
- Provide technical leadership and direction on data science projects to ensure successful outcomes.
- Cross-functional Collaboration
- Collaborate closely with product managers, engineers, and business stakeholders to understand their needs and translate them into data-driven solutions.
- Communicate complex technical concepts to non-technical audiences, ensuring effective communication and stakeholder buy-in.
- Research & Development
- Stay up-to-date with the latest advancements in data science, AI/ML, and related fields to identify opportunities for innovation.
- Contribute to research and development efforts, exploring new methodologies and technologies to drive business growth.
- Data Governance & Quality
- Champion data governance and quality initiatives, ensuring data accuracy, consistency, and compliance across all systems.
- Develop and implement data quality checks and validation procedures to maintain high data standards.
- Thought Leadership
- Represent the company at industry conferences, publish research papers, and contribute to the data science community to establish thought leadership.
Qualifications:
- Education: Ph.D./Bachelor/Master's degree in Computer Science, Statistics, Mathematics, or a related field with a strong focus on data science and machine learning.
- Experience: 12+ years of overall experience with minimum 8+years in data science, with a proven track record of developing and deploying successful AI/ML solutions.
- Technical Skills:
- Strong expertise in statistical modeling, machine learning algorithms (e.g., regression, classification, clustering, deep learning), and data mining techniques.
- Proficiency in programming languages such as Python, R, or similar.
- Experience with big data technologies (e.g., Hadoop, Spark) and cloud computing platforms (e.g., AWS, Azure, GCP).
- Excellent skills in finding central tendency (mean, median, mode), variability (range, variance, standard deviation), distribution (frequency distributions, box plots etc.), probability, discrete and continuous distributions, linear algebra, gradient calculus, N Gram analysis of texts, trend analysis of text inputs, dimensionality reduction, feature extraction techniques like PCA, SVD, LDA.
- Familiarity with data visualization tools & libraries (e.g., Tableau, Power BI, Plotly, Matplotlib, Seaborn, Vega-Lite). Drawing inferences from data visualization.
- Experience with MLOps tools and practices is a plus.
- Generative AI, transformer models, generative adversarial networks, fine-tuning large language models, re-inforcement learning, large language models powered applications, prompt engineering using chat GPT.
Business Acumen:
Strong understanding of business principles and the ability to translate business needs into data-driven solutions.
Communication Skills:
Excellent communication and presentation skills, with the ability to explain complex technical concepts to both technical and non-technical audiences.
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